{"id":"W2323035292","doi":"10.1097/01.jaa.0000481409.19162.f9","title":"Treating decay in the US oral healthcare system","year":2016,"lang":"en","type":"letter","venue":"JAAPA","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Oral health; Curriculum; Workforce; Oral health care; Scope of practice; Medicine; Health care; Dental Assistant; Family medicine; Restructuring; Medical education; Nursing; Psychology; Political science; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004063033,0.000244253,0.0003382577,0.0001234762,0.0001299773,0.00008657874,0.0004003417,0.0006928355,0.0000905838],"category_scores_gemma":[0.00001859109,0.0001511552,0.0001170357,0.0002082928,0.00002826488,0.00007475416,0.00004101435,0.0008723288,0.001050122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004652015,"about_ca_system_score_gemma":0.000110788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163625,"about_ca_topic_score_gemma":0.003201155,"domain_scores_codex":[0.9974998,0.0005354153,0.0004875048,0.0003742946,0.0005568229,0.0005461485],"domain_scores_gemma":[0.9989211,0.0001882542,0.0002365028,0.0005258044,0.00007402526,0.00005430905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001820232,0.000007994314,0.01284467,0.001958623,0.000008417694,0.001740606,0.0001541161,2.216723e-7,0.000001704327,0.0003496732,0.9593044,0.0236114],"study_design_scores_gemma":[0.0005121435,0.00005406843,0.01010723,0.001170941,0.00002361309,0.0004475022,0.0004518793,0.0000193213,0.0000168455,0.00002781672,0.9869245,0.0002440832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.127598,0.004877733,0.0002410204,0.6789342,0.01917677,0.004386899,0.001471059,0.0007674655,0.1625469],"genre_scores_gemma":[0.3785615,0.00002452086,0.00001779601,0.6034006,0.007202029,0.0001931594,0.0007887195,0.00008803413,0.009723567],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2509635,"threshold_uncertainty_score":0.9997277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677671085852507,"score_gpt":0.3175201469333159,"score_spread":0.2907434360747909,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}